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David Park

2 accepted papers

2026

AutoNumerics-Zero: Automated Discovery of State-of-the-Art Mathematical Functions

ICML 2026poster

Transcendental functions, such as the exponential, are central to scientific computing, yet they cannot be natively calculated by digital hardware. Instead, computers must approximate these functions by combining basic operations, such as $\{+, -, \times, \div\}$, using methods like Taylor series. T…

Cited by 0SourceScholar
2026

SteeringSafety: Benchmarking Representation Steering in LLMs Across Safety Perspectives

ICML 2026poster

We introduce STEERINGSAFETY, a benchmark for evaluating representation steering methods across nine safety perspectives spanning 18 datasets. While prior work highlights general capabilities of representation steering, we focus on safety perspectives including bias, harmfulness, hallucination, socia…

Cited by 0SourceScholar